Tricking Deep Learning

Previous post Tweet Tags: Deep Learning, Image Recognition, TensorFlow Deep neural networks have had remarkable success with many tasks including image recognition. Read this overview regarding deep learning trickery, and why you should be cognizant. By Kevin Mader, 4Quant. Since Neural Networks and Deep Learning are becoming such popular themes we show a few areas where they have substantial room for improvement. Based on the work of Anh Nguyen et al we show how easy it is to manipulate some of these networks. Here we make very subtle changes to the image to have the network go from thinking it is a picture of a tie to thinking it is a jellyfish. How Basically we use the same basic process for teaching the network to recognize the…